Evaluation of Sampling-Based Ensembles of Classifiers on Imbalanced Data for Software Defect Prediction Problems.
Thanh Tung KhuatMy Hanh LePublished in: SN Comput. Sci. (2020)
Keyphrases
- imbalanced data
- software defect prediction
- ensemble learning
- ensemble methods
- classification models
- decision trees
- linear regression
- feature ranking
- class imbalance
- feature selection
- ensemble classifier
- class distribution
- random forest
- sampling methods
- support vector machine
- high dimensionality
- svm classifier
- machine learning methods
- machine learning
- classification accuracy
- training set